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flaml.log 3.0 KB

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  1. {"record_id": 0, "iter_per_learner": 1, "logged_metric": false, "trial_time": 51.152276277542114, "total_search_time": 63.984158515930176, "validation_loss": 0.28896363341525955, "config": {"n_estimators": 4, "num_leaves": 4, "min_child_samples": 20, "learning_rate": 0.09999999999999995, "subsample": 1.0, "log_max_bin": 8, "colsample_bytree": 1.0, "reg_alpha": 0.0009765625, "reg_lambda": 1.0}, "best_validation_loss": 0.28896363341525955, "best_config": {"n_estimators": 4, "num_leaves": 4, "min_child_samples": 20, "learning_rate": 0.09999999999999995, "subsample": 1.0, "log_max_bin": 8, "colsample_bytree": 1.0, "reg_alpha": 0.0009765625, "reg_lambda": 1.0}, "learner": "lgbm", "sample_size": 11925}
  2. {"record_id": 1, "iter_per_learner": 3, "logged_metric": false, "trial_time": 37.48942160606384, "total_search_time": 164.34966349601746, "validation_loss": 0.2767181570346372, "config": {"n_estimators": 4, "num_leaves": 4, "min_child_samples": 12, "learning_rate": 0.25912534572860507, "subsample": 0.9266743941610592, "log_max_bin": 10, "colsample_bytree": 1.0, "reg_alpha": 0.0013933617380144255, "reg_lambda": 0.18096917948292954}, "best_validation_loss": 0.2767181570346372, "best_config": {"n_estimators": 4, "num_leaves": 4, "min_child_samples": 12, "learning_rate": 0.25912534572860507, "subsample": 0.9266743941610592, "log_max_bin": 10, "colsample_bytree": 1.0, "reg_alpha": 0.0013933617380144255, "reg_lambda": 0.18096917948292954}, "learner": "lgbm", "sample_size": 11925}
  3. {"record_id": 2, "iter_per_learner": 4, "logged_metric": false, "trial_time": 35.86240792274475, "total_search_time": 207.75318837165833, "validation_loss": 0.2597536923984628, "config": {"n_estimators": 4, "num_leaves": 4, "min_child_samples": 24, "learning_rate": 1.0, "subsample": 0.8513627344387318, "log_max_bin": 10, "colsample_bytree": 0.946138073111236, "reg_alpha": 0.0018311776973217071, "reg_lambda": 0.27901659190538414}, "best_validation_loss": 0.2597536923984628, "best_config": {"n_estimators": 4, "num_leaves": 4, "min_child_samples": 24, "learning_rate": 1.0, "subsample": 0.8513627344387318, "log_max_bin": 10, "colsample_bytree": 0.946138073111236, "reg_alpha": 0.0018311776973217071, "reg_lambda": 0.27901659190538414}, "learner": "lgbm", "sample_size": 11925}
  4. {"record_id": 3, "iter_per_learner": 5, "logged_metric": false, "trial_time": 45.38047242164612, "total_search_time": 265.0558395385742, "validation_loss": 0.2379201909948509, "config": {"n_estimators": 4, "num_leaves": 7, "min_child_samples": 12, "learning_rate": 0.25775724472262795, "subsample": 0.9266743941610592, "log_max_bin": 9, "colsample_bytree": 1.0, "reg_alpha": 0.0013933617380144255, "reg_lambda": 0.18096917948292968}, "best_validation_loss": 0.2379201909948509, "best_config": {"n_estimators": 4, "num_leaves": 7, "min_child_samples": 12, "learning_rate": 0.25775724472262795, "subsample": 0.9266743941610592, "log_max_bin": 9, "colsample_bytree": 1.0, "reg_alpha": 0.0013933617380144255, "reg_lambda": 0.18096917948292968}, "learner": "lgbm", "sample_size": 11925}
  5. {"curr_best_record_id": 3}
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